Risk stratification based on DNA damage-repair-related signature reflects the microenvironmental feature, metabolic status and therapeutic response of breast cancer

危险分层 DNA修复 乳腺癌 癌症研究 医学 计算生物学 分层(种子) 肿瘤科 签名(拓扑) 生物信息学 DNA损伤 癌症 生物 内科学 DNA 遗传学 几何学 发芽 种子休眠 植物 数学 休眠
作者
Chunzhen Li,Shu Yu,Jie Chen,Qianshan Hou,Siyi Wang,Cheng Qian,Shulei Yin
出处
期刊:Frontiers in Immunology [Frontiers Media SA]
卷期号:14: 1127982-1127982 被引量:9
标识
DOI:10.3389/fimmu.2023.1127982
摘要

DNA damage-repair machinery participates in maintaining genomic integrity and affects tumorigenesis. Molecular signatures based on DNA damage-repair-related genes (DRGs) capable of comprehensively indicating the prognosis, tumor immunometabolic profile and therapeutic responsiveness of breast cancer (BRCA) patients are still lacking. Integrating public datasets and bioinformatics algorithms, we developed a robust prognostic signature based on 27 DRGs. Multiple patient cohorts identified significant differences in various types of survival between high- and low-risk patients stratified by the signature. The signature correlated well with clinicopathological factors and could serve as an independent prognostic indicator for BRCA patients. Furthermore, low-risk tumors were characterized by more infiltrated CD8 + T cells, follicular helper T cells, M1 macrophages, activated NK cells and resting dendritic cells, and fewer M0 and M2 macrophages. The favorable immune infiltration patterns of low-risk tumors were also accompanied by specific metabolic profiles, decreased DNA replication, and enhanced antitumor immunity. Low-risk patients may respond better to immunotherapy, and experience improved outcomes with conventional chemotherapy or targeted medicine. Real-world immunotherapy and chemotherapy cohorts verified the predictive results. Additionally, four small molecule compounds promising to target high-risk tumors were predicted. In vitro experiments confirmed the high expression of GNPNAT1 and MORF4L2 in BRCA tissues and their association with immune cells, and the knockdown of these two DRGs suppressed the proliferation of human BRCA cells. In summary, this DNA damage-repair-related signature performed well in predicting patient prognosis, immunometabolic profiles and therapeutic sensitivity, hopefully contributing to precision medicine and new target discovery of BRCA.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
完美大神完成签到 ,获得积分10
刚刚
蒸蒸日上512完成签到,获得积分10
刚刚
刚刚
Jefferson完成签到,获得积分10
刚刚
1秒前
msk发布了新的文献求助10
1秒前
科研通AI6应助IFILWXKP采纳,获得30
1秒前
Lifeis2shots完成签到,获得积分10
1秒前
田様应助阳阳杜采纳,获得30
1秒前
健忘丹珍完成签到,获得积分10
2秒前
科目三应助美好的老黑采纳,获得10
2秒前
2秒前
稳重迎梦完成签到 ,获得积分10
2秒前
3秒前
吕敬瑶发布了新的文献求助10
3秒前
ghhhn发布了新的文献求助10
3秒前
13完成签到,获得积分10
3秒前
研友_ngkEgn完成签到,获得积分10
3秒前
化工渣渣发布了新的文献求助10
3秒前
香蕉觅云应助叶子采纳,获得10
4秒前
Lucas应助zxy采纳,获得10
4秒前
4秒前
Mic应助憨憨采纳,获得10
4秒前
科研通AI6应助西蜀小吏采纳,获得10
4秒前
干果完成签到,获得积分10
4秒前
5秒前
6秒前
852应助wh雨采纳,获得10
6秒前
小蘑菇应助书路奇采纳,获得10
6秒前
乌力吉发布了新的文献求助10
6秒前
peng1完成签到,获得积分10
7秒前
7秒前
英姑应助研友_LjMY28采纳,获得10
8秒前
木火灰发布了新的文献求助10
8秒前
干果发布了新的文献求助10
8秒前
老实的大白菜真实的钥匙完成签到,获得积分10
9秒前
jj完成签到,获得积分10
9秒前
浪客完成签到 ,获得积分10
9秒前
9秒前
9秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
List of 1,091 Public Pension Profiles by Region 1581
Encyclopedia of Agriculture and Food Systems Third Edition 1500
Specialist Periodical Reports - Organometallic Chemistry Organometallic Chemistry: Volume 46 1000
Handbook of Spirituality, Health, and Well-Being 800
Current Trends in Drug Discovery, Development and Delivery (CTD4-2022) 800
Foregrounding Marking Shift in Sundanese Written Narrative Segments 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5526679
求助须知:如何正确求助?哪些是违规求助? 4616703
关于积分的说明 14555332
捐赠科研通 4555232
什么是DOI,文献DOI怎么找? 2496193
邀请新用户注册赠送积分活动 1476512
关于科研通互助平台的介绍 1448070